| Iterative Alignment Network for Continuous Sign Language Recognition | Jun 1, 2019 | DecoderDynamic Time Warping | —Unverified | 0 |
| A General Optimization Framework for Dynamic Time Warping | May 30, 2019 | Dynamic Time Warping | CodeCode Available | 1 |
| Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching | May 24, 2019 | Dynamic Time WarpingMarketing | CodeCode Available | 0 |
| Automatic alignment of surgical videos using kinematic data | Apr 3, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| Improved Dynamic Time Warping (DTW) Approach for Online Signature Verification | Mar 26, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning | Mar 15, 2019 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Non-Negative Kernel Sparse Coding for the Classification of Motion Data | Mar 10, 2019 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Making the Dynamic Time Warping Distance Warping-Invariant | Mar 4, 2019 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping | Feb 5, 2019 | Deep LearningDynamic Time Warping | CodeCode Available | 0 |
| Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm | Jan 26, 2019 | ClassificationDynamic Time Warping | —Unverified | 0 |
| D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation | Jan 9, 2019 | Dynamic Time WarpingSegmentation | —Unverified | 0 |
| Continual Learning Augmented Investment Decisions | Dec 6, 2018 | Continual LearningDecision Making | —Unverified | 0 |
| Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Dec 1, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Feature exploration for almost zero-resource ASR-free keyword spotting using a multilingual bottleneck extractor and correspondence autoencoders | Nov 14, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Near Real-Time Data Labeling Using a Depth Sensor for EMG Based Prosthetic Arms | Nov 10, 2018 | Dynamic Time Warping | CodeCode Available | 0 |
| Multimodal One-Shot Learning of Speech and Images | Nov 9, 2018 | Dynamic Time WarpingOne-Shot Learning | CodeCode Available | 0 |
| Transfer learning for time series classification | Nov 5, 2018 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Can automated smoothing significantly improve benchmark time series classification algorithms? | Nov 1, 2018 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Feature Trajectory Dynamic Time Warping for Clustering of Speech Segments | Oct 30, 2018 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Oct 23, 2018 | AstronomyDynamic Time Warping | —Unverified | 0 |
| Comparing Temporal Graphs Using Dynamic Time Warping | Oct 15, 2018 | Dynamic Time WarpingTime Series Analysis | CodeCode Available | 0 |
| Random Warping Series: A Random Features Method for Time-Series Embedding | Sep 14, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping | Sep 7, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Soft-PHOC Descriptor for End-to-End Word Spotting in Egocentric Scene Images | Sep 4, 2018 | AttributeDynamic Time Warping | CodeCode Available | 0 |
| Semi-Metrification of the Dynamic Time Warping Distance | Aug 29, 2018 | Dynamic Time Warping | —Unverified | 0 |
| Elastic bands across the path: A new framework and methods to lower bound DTW | Aug 29, 2018 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks | Aug 21, 2018 | Computational EfficiencyDynamic Time Warping | —Unverified | 0 |
| Sequential Behavioral Data Processing Using Deep Learning and the Markov Transition Field in Online Fraud Detection | Aug 16, 2018 | Dynamic Time WarpingFraud Detection | —Unverified | 0 |
| Data augmentation using synthetic data for time series classification with deep residual networks | Aug 7, 2018 | Data AugmentationDynamic Time Warping | CodeCode Available | 0 |
| Human Motion Analysis with Deep Metric Learning | Jul 30, 2018 | Dynamic Time WarpingMetric Learning | CodeCode Available | 0 |
| Understanding V2V Driving Scenarios through Traffic Primitives | Jul 27, 2018 | ClusteringDecision Making | —Unverified | 0 |
| ASR-free CNN-DTW keyword spotting using multilingual bottleneck features for almost zero-resource languages | Jul 23, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| The Globally Optimal Reparameterization Algorithm: an Alternative to Fast Dynamic Time Warping for Action Recognition in Video Sequences | Jul 15, 2018 | Action RecognitionComputational Efficiency | —Unverified | 0 |
| Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping | Jun 26, 2018 | Dynamic Time WarpingSpeaker Verification | —Unverified | 0 |
| Fast ASR-free and almost zero-resource keyword spotting using DTW and CNNs for humanitarian monitoring | Jun 25, 2018 | Dynamic Time WarpingHumanitarian | —Unverified | 0 |
| Learning Acoustic Word Embeddings with Temporal Context for Query-by-Example Speech Search | Jun 10, 2018 | Dynamic Time WarpingTriplet | —Unverified | 0 |
| Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences | May 25, 2018 | DiagnosticDynamic Time Warping | —Unverified | 0 |
| High Dimensional Time Series Generators | Apr 17, 2018 | Dynamic Time WarpingERP | —Unverified | 0 |
| A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions | Apr 10, 2018 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Extraction of V2V Encountering Scenarios from Naturalistic Driving Database | Feb 27, 2018 | ClusteringDynamic Time Warping | —Unverified | 0 |
| A Neural Multi-sequence Alignment TeCHnique (NeuMATCH) | Feb 19, 2018 | Dynamic Time Warping | CodeCode Available | 0 |
| Pattern Localization in Time Series through Signal-To-Model Alignment in Latent Space | Feb 16, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity | Dec 22, 2017 | DiversityDynamic Time Warping | —Unverified | 0 |
| Multi-task learning of time series and its application to the travel demand | Dec 21, 2017 | Dynamic Time WarpingMulti-Task Learning | —Unverified | 0 |
| Dynamic Weight Alignment for Temporal Convolutional Neural Networks | Dec 18, 2017 | Dynamic Time WarpingTime Series Analysis | —Unverified | 0 |
| Warped-Linear Models for Time Series Classification | Nov 24, 2017 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Self-Similarity Based Time Warping | Nov 20, 2017 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Sparsification of the Alignment Path Search Space in Dynamic Time Warping | Nov 13, 2017 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| Offline signature authenticity verification through unambiguously connected skeleton segments | Nov 8, 2017 | Dynamic Time Warping | —Unverified | 0 |